Hey Drew, I use some elastoplast sport tape. Its about 1.5cm wide and i wrap a couple of times just below the joint. That seems to be all i need but i have tried wrapping the end of the thumb as well with a separate strip and that works well.

The tape i use is really sticky and that may be the key. It lasts a while as i quite often find it still on a few hours after i finish